Multiple RF remotes for one HD receiver

I have an office that has 7 TVs and only 4 HD receivers. I am running HDMI splitters so that some of the TVs can share a receiver. So, can I buy extra RF remotes to use in the rooms that share a receiver. Can one receiver handle multiple RF remotes? I just want to avoid having to hunt down the remote from another location.